MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52151
ginkida
Enables AI assistants to manage Portainer container environments through natura…
52152
al928132
Enables Claude Code to save, list, and read markdown notes directly from conver…
N/A N/A
52153
asashiki
sticker-mcp Claim
Enables AI to send expressive stickers based on conversation context, with a bu…
N/A N/A
52154
ciaraadkins
Enables AI assistants to track events, page views, user signups, and update use…
52155
jusdipietro-dotcom
Remote MCP server that provides access to over 285K Argentine court rulings and…
52156
yimu0824
MCP bridge server for SolidWorks that enables AI assistants to control SolidWor…
N/A N/A
52157
vanovarderesyan
A read-only MCP server that gives AI assistants natural language access to Elas…
N/A N/A
52158
pipeworx-io
mcp-taginfo Claim
Provides statistics on OpenStreetMap tags (keys and key=value pairs) via MCP to…
52159
QiuwenZheng
Interminal Claim
Lightweight MCP server providing terminal access (SSH & local shells) for AI as…
N/A N/A
52160
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A 95
52161
beydemirfurkan
tweetly Claim
An MCP server that enables AI agents to automate actions on X (Twitter) through…
52162
jeanchristophe13v
Enables Claude Code to run OpenAI Codex (GPT-5) tasks asynchronously in the bac…
N/A N/A
52163
kaminari-ad
Lets AI agents launch scans, inspect results, manage campaigns and policies, an…
52164
lliwi
Enables AI agents to perform controlled OSINT tasks (domain, IP, email, phone, …
52165 N/A N/A 95
52166
Sept-7-Qi
A local browser automation bridge that connects AI agents like Claude to Chromi…
N/A N/A
52167
Michael-WhiteCapData
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, r…
N/A N/A
52168
ktibbs9417
Enables AI assistants to perform Google Workspace administrative actions via GA…
N/A N/A
52169
leash06
Enables querying real-time weather and 5-day forecasts for any city using the O…
52170
kmitchell
rabbitmq-mcp Claim
An MCP server for RabbitMQ that exposes the RabbitMQ HTTP API as tools, enablin…
N/A N/A
52171
Apurv428
sarvam-tools Claim
An MCP server providing tools for speech-to-text, translation, language detecti…
N/A N/A
52172
CSOAI-ORG
pet-care-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52173
13739777296-del
Automates cross-platform e-commerce sourcing between JD and Taobao using AI-dri…
N/A N/A
52174
Lee-Becky
test Claim
N/A N/A 95
52175
tcoretech
monzo-mcp Claim
Read-only Monzo banking integration for Claude Code that allows querying balanc…
N/A N/A
52176
Ra-Pay-AI
Ra Pay Claim
Send fiat payments via MCP with two-step confirmation and Stripe Connect.
N/A N/A 95
52177
carolinacherry
MCP server that searches, scores, and ranks GitHub developers for technical rec…
52178
ROHWOOCHUL
test11 Claim
N/A N/A 95
52179
lazymac2x
Cloudflare Workers MCP server: ai-crawler-policy
52180
E-ditital1000
kolokwa_connect Claim
N/A N/A 95
52181
borecollins
autohaven Claim
Search for cars
N/A N/A 95
52182
samdomainerplus-szw0
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
81
52183
CyberBOB07
Enables validation, fixing, and generation of PineScript code for TradingView, …
52184
TGPCQuotes
A Cloudflare Workers-hosted MCP server that provides basic mathematical operati…
81
52185
retospect
MCP server for fetching YouTube video transcripts without an API key.
52186
anuragsinghbhandari
Enables AI agents to access a marketplace of paid tools by automatically handli…
81
52187
pcamarajr
A portable, AI-agnostic second brain that stores typed memories with semantic r…
N/A N/A
52188
CSOAI-ORG
Agent x402 Paywall MCP — Coinbase HTTP 402 protocol + on-chain settlement. Agen…
81
52189
Python-Blade
A powerful SQLite-backed expense tracking server built with the Model Context P…
N/A N/A
52190
smaniches
uniprot-mcp Claim
Auditable UniProt MCP server with per-query SHA-256 provenance and offline repl…
52191 N/A N/A 95
52192
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
52193
bestpractical
Connects AI assistants to a Request Tracker (RT) instance, enabling natural lan…
52194
peacewalkerT
Rodin Claim
Find ~5 thinkers whose intellectual fingerprint matches a passage of text.
52195
FoundryNet
Patent search, USPTO data, patent landscape & pgvector prior-art search for age…
52196
deinai
AI influencer search on TikTok, Instagram, YouTube. Deinai MCP token required; …
52197
TheNextGenNexus
Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Mod…
N/A N/A 83
52198
pvliesdonk
Enables searching, tagging, uploading, and reading documents in Paperless-NGX, …
52199
circuit-synth
MCP server for creating, modifying, and analyzing KiCAD schematic files using n…
N/A N/A
52200
cloudflare
Workers bindings management. Build Workers applications with storage, AI, and c…
81
Showing 52151–52200 of 54421 servers